market research, Twitter, 7/31/2020 11:45:21 AM, 231483


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market research_2020-07-31_04-09-37.xlsx
market research_2020-07-31_04-09-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
market research via NodeXL https://bit.ly/39HuDUg
@everestgroup
@antgrasso
@otakucalendarjp
@bipinmparekh
@iam__network
@narendramodi
@erc_research
@realdonaldtrump
@ashwanikumarco
@bybrianbyrne

Top hashtags:
#research
#marketresearch
#market
#covid19
#marketing

Description:
Description
The graph represents a network of 4,901 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 11:21 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 12-hour, 56-minute period from Tuesday, 28 July 2020 at 11:01 UTC to Thursday, 30 July 2020 at 23:57 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4901
Unique Edges : 3032
Edges With Duplicates : 4754
Total Edges : 7786
Number of Edge Types : 5
Tweet : 2803
Retweet : 1551
MentionsInRetweet : 1875
Replies to : 544
Mentions : 1013
Self-Loops : 2858
Reciprocated Vertex Pair Ratio : 0.0210526315789474
Reciprocated Edge Ratio : 0.0412371134020619
Connected Components : 2165
Single-Vertex Connected Components : 1215
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 314
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 1.877518
Graph Density : 0.000133292247729535
Modularity : 0.499573
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,901 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 11:21 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 12-hour, 56-minute period from Tuesday, 28 July 2020 at 11:01 UTC to Thursday, 30 July 2020 at 23:57 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : market research
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] https://aigloballab.com/does-your-app-have-the-market-potential-to-succeed/
[16] http://www.fiverr.com/156337059?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=p3mvBG
[12] http://www.arkas.co.uk/category/news/
[12] https://www.inc.com/geoffrey-james/3-ways-market-research-makes-you-dumber-what-to-do-instead.html?cid=sf01001
[12] https://lpl-research.com/~rss/LPL_RSS_Feeds_Publications/WMC/Weekly_Market_Commentary_072720.pdf
[10] https://www.inc.com/geoffrey-james/3-ways-market-research-makes-you-dumber-what-to-do-instead.html
[8] https://www.facebook.com/events/202354111217220/
[7] https://lplresearch.com/2020/07/29/market-update-wed-jul-29-2020-lpl-financial-research/
[7] https://lplresearch.com/2020/07/28/market-update-tue-jul-28-2020-lpl-financial-research/
[7] https://www.inc.com/geoffrey-james/3-ways-market-research-makes-you-dumber-what-to-do-instead.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[12] http://www.arkas.co.uk/category/news/
[11] https://lpl-research.com/~rss/LPL_RSS_Feeds_Publications/WMC/Weekly_Market_Commentary_072720.pdf
[7] https://www.inc.com/geoffrey-james/3-ways-market-research-makes-you-dumber-what-to-do-instead.html?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.inc.com/geoffrey-james/3-ways-market-research-makes-you-dumber-what-to-do-instead.html
[6] https://www.fiverr.com/share/kX3KdN
[5] https://lplresearch.com/2020/07/28/market-update-tue-jul-28-2020-lpl-financial-research/
[5] https://instars.com/
[5] https://lplresearch.com/2020/07/29/market-update-wed-jul-29-2020-lpl-financial-research/
[4] https://lplresearch.com/2020/07/30/market-update-thu-jul-30-2020-lpl-financial-research/
[3] https://thecustomer.net/market-research/

Top URLs in Tweet in G2:
[3] https://www.everestgrp.com/2019-06-3-phases-of-enterprise-automation-adoption-market-insights-50333.html/
[1] https://twitter.com/i/web/status/1288868836666556416
[1] https://www.everestgrp.com/2019-05-the-rpa-software-market-continues-to-experience-exponential-growth-market-insights-50106.html/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1288833403106652161
[1] https://twitter.com/i/web/status/1288714067528409089
[1] https://twitter.com/i/web/status/1288763946841694209
[1] https://twitter.com/i/web/status/1288764160306638855
[1] https://twitter.com/i/web/status/1288724731017928704
[1] https://twitter.com/i/web/status/1288723911950004224
[1] https://twitter.com/ABPNews/status/1288290416161206272
[1] https://twitter.com/i/web/status/1288093244912328705

Top URLs in Tweet in G5:
[2] https://neurons.ai/blog/news-stories/pvc-windows-market-size-2020-by-research-methodology-value-chain-analysis-and-distributors/
[2] https://neurons.ai/blog/news-stories/ai-machine-learning-operationalization-software-market-competitive-research-and-technology/
[2] https://neurons.ai/blog/news-stories/research-on-deep-learning-chipset-market-impact-of-covid-19-2020-2026-nvidia-intel-ibm/
[2] https://neurons.ai/blog/news-stories/artificial-intelligence-in-diagnostics-market-worth-3-0-billion-by-2027-grand-view-research-inc/
[2] https://neurons.ai/blog/news-stories/advertising-software-market-2020-global-competitive-landscape-research-on-deep-learning/
[2] https://researchtrenzs.blogspot.com/2020/07/digital-publishing-market-dynamics.html?spref=tw
[2] https://researchtrenzs.blogspot.com/2020/07/graphite-mining-market-growth-prospects.html?spref=tw
[2] https://researchtrenzs.blogspot.com/2020/07/industrial-gas-market-size-share-trends.html?spref=tw
[2] https://marketresearchposts.com/2020/07/29/lean-nox-traps-market-present-scenario-future-growth-prospects-by-2026-basf-catalysts-tenneco-johnson-matthey-umicore-continental-n-e-chemcat/
[2] https://primefeed.in/news/3504747/cloud-microservices-market-2020-2028-business-development-strategies-by-amazon-web-services-inc-ca-technologies-ibm-microsoft-infosys-limited-nginx-inc-oracle-pivotal-software-inc-synte-6/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1288904298164891648
[1] https://twitter.com/i/web/status/1288834491776208897
[1] https://twitter.com/i/web/status/1288655860147789827
[1] https://twitter.com/i/web/status/1288625360175804418
[1] http://www.newsweek.com/how-lower-drug-prices-without-killing-research-development-opinion-1519974
[1] https://twitter.com/i/web/status/1288277496534896642
[1] https://twitter.com/i/web/status/1288270178376192000
[1] https://www.ibisworld.com/united-states/market-research-reports/bleach-manufacturing-industry/

Top URLs in Tweet in G7:
[2] https://erc.europa.eu/news/PoC-recipients-2020-second-round
[1] https://twitter.com/UniofExeterNews/status/1285510146253357056
[1] https://twitter.com/UCDQuinnSchool/status/1288011078417489922
[1] https://twitter.com/i/web/status/1288276441528856577

Top URLs in Tweet in G9:
[2] https://primefeed.in/market-reports/3550958/global-location-of-things-market-outlook-2020-business-development-research-report-2029/?utm_source=dlvr.it&utm_medium=twitter
[2] https://marketresearchposts.com/2020/07/29/cloud-computing-market-2020-to-witness-excellent-long-term-growth-outlook/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.greenbook.org/mr/market-research-industry/the-increased-shift-to-online-research-data-privacy-considerations-and-implications/
[1] https://twitter.com/i/web/status/1288815239870349312
[1] https://twitter.com/i/web/status/1287804830736453632
[1] https://marketresearchposts.com/2020/07/28/cloud-computing-data-center-it-asset-disposition-itad-market-rising-trends-and-technology-outlook-2020-to-2026/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1288372948554747904
[1] https://marketresearchposts.com/2020/07/29/cyber-security-market-with-covid-19-effect-analysis-expected-to-witness-high-growth-over-the-forecast-period-2020-2026/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1288618439678992384
[1] https://twitter.com/i/web/status/1288793853105823744

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1288602418897453056

Top Domains
Top Domains in Tweet in Entire Graph:
[1400] twitter.com
[112] google.com
[105] marketresearchposts.com
[100] wordpress.com
[46] linkedin.com
[45] forex.com
[38] co.uk
[36] fiverr.com
[36] iammarketingmedia.com
[30] inc.com

Top Domains in Tweet in G1:
[801] twitter.com
[103] google.com
[81] wordpress.com
[67] marketresearchposts.com
[30] linkedin.com
[27] co.uk
[26] pressrelease.cc
[18] primefeed.in
[17] marketresearchcorrespondent.com
[16] lplresearch.com

Top Domains in Tweet in G2:
[4] everestgrp.com
[1] twitter.com

Top Domains in Tweet in G3:
[8] twitter.com

Top Domains in Tweet in G5:
[52] twitter.com
[36] iammarketingmedia.com
[14] neurons.ai
[10] blogspot.com
[7] marketresearchposts.com
[3] google.com
[2] primefeed.in
[2] marketresearchvista.com
[2] coleofduty.com
[1] co.uk

Top Domains in Tweet in G6:
[6] twitter.com
[1] newsweek.com
[1] ibisworld.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] europa.eu

Top Domains in Tweet in G9:
[9] twitter.com
[7] greenbook.org
[6] marketresearchposts.com
[3] marketresearchcorrespondent.com
[2] primefeed.in
[2] uga.edu
[1] prnewswire.com
[1] bulletinline.com
[1] colourofresearch.org
[1] esomar.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] research
[79] marketresearch
[68] market
[62] covid19
[53] marketing
[32] technology
[28] ai
[27] fintech
[27] bigdata
[26] precarityisthepandemic



Top Hashtags in Tweet in G1:
[44] marketresearch
[35] market
[25] research
[18] stocks
[15] marketing
[14] marketintelligence
[13] covid19
[13] mrx
[10] trading
[10] healthcare

Top Hashtags in Tweet in G2:
[4] automation
[3] strategy
[3] digitaltransformation
[2] market
[2] infographic
[2] research
[1] rpa
[1] bpo
[1] defstar5

Top Hashtags in Tweet in G5:
[16] bigdata
[14] datascience
[12] deeplearning
[10] intoainews
[9] dataanalysis
[9] datawarehouse
[9] dataanalytics
[9] information
[9] informationseeking
[9] knowledge

Top Hashtags in Tweet in G6:
[1] ulielieu

Top Hashtags in Tweet in G7:
[3] podcast
[3] healthcare
[3] market
[3] covid19
[2] ercpoc
[1] eufunded

Top Hashtags in Tweet in G9:
[11] technology
[7] mrx
[4] marketresearch
[4] ai
[3] machinelearning
[3] iot
[3] trends
[3] research
[3] privacy
[2] cloudcomputing

Top Words
Top Words in Tweet in Entire Graph:
[4535] market
[3492] research
[698] 2020
[645] global
[567] report
[494] analysis
[483] growth
[397] industry
[361] more
[350] 19

Top Words in Tweet in G1:
[2090] market
[1407] research
[449] global
[441] 2020
[382] report
[344] analysis
[295] growth
[245] industry
[237] size
[226] covid

Top Words in Tweet in G2:
[204] gt
[103] automation
[103] research
[103] everestgroup
[102] link
[101] phases
[101] enterprise
[101] adoption
[101] opportunistic
[101] siloed

Top Words in Tweet in G3:
[11] analyst
[7] hrd
[7] education's
[7] online
[7] student
[7] aptitude
[7] attitude
[7] test
[7] counseling
[7] smrc

Top Words in Tweet in G4:
[55] protagonist
[55] handsome
[55] negated
[54] otakucalendarjp
[54] spent
[54] much
[54] budget
[54] technology
[54] middle
[54] aged

Top Words in Tweet in G5:
[209] market
[96] research
[68] data
[63] more
[62] read
[61] 2020
[59] growth
[53] big
[42] analysis
[40] trends

Top Words in Tweet in G6:
[15] market
[13] realdonaldtrump
[8] research
[7] free
[5] stock
[4] trump
[4] owns
[4] gilead
[4] inc
[3] gopleader

Top Words in Tweet in G7:
[29] erc_research
[24] second
[24] set
[24] proof
[24] concept
[24] 2020
[24] competition
[24] results
[24] scientists
[24] received

Top Words in Tweet in G8:
[62] research
[31] sean
[31] ross
[31] vp
[31] music
[31] programming
[31] market
[31] firm
[31] edison
[31] told

Top Words in Tweet in G9:
[63] market
[35] research
[25] 2020
[19] growth
[17] trends
[15] global
[15] 19
[13] data
[13] milocamj
[13] technology

Top Words in Tweet in G10:
[58] black
[29] hi
[29] need
[29] speak
[29] women
[29] non
[29] binary
[29] folks
[29] use
[29] wheelchairs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1584] market,research
[367] research,report
[318] covid,19
[218] market,2020
[164] market,size
[110] gt,gt
[108] stock,market
[102] link,gt
[101] phases,enterprise
[101] enterprise,automation

Top Word Pairs in Tweet in G1:
[659] market,research
[282] research,report
[218] covid,19
[153] market,2020
[132] market,size
[72] 19,impact
[70] global,market
[67] key,players
[66] grand,view
[64] view,research

Top Word Pairs in Tweet in G2:
[102] link,gt
[102] gt,gt
[101] phases,enterprise
[101] enterprise,automation
[101] automation,adoption
[101] adoption,opportunistic
[101] opportunistic,siloed
[101] siloed,strategic
[101] strategic,research
[101] research,everestgroup

Top Word Pairs in Tweet in G3:
[7] hrd,education's
[7] education's,online
[7] online,student
[7] student,aptitude
[7] aptitude,attitude
[7] attitude,test
[7] test,counseling
[7] counseling,smrc
[7] smrc,analyst
[5] analyst,political

Top Word Pairs in Tweet in G4:
[55] protagonist,handsome
[54] otakucalendarjp,protagonist
[54] handsome,spent
[54] spent,much
[54] much,budget
[54] budget,technology
[54] technology,middle
[54] middle,aged
[54] aged,guy
[54] guy,negated

Top Word Pairs in Tweet in G5:
[53] read,more
[49] big,data
[44] market,research
[25] covid,19
[21] market,2020
[20] research,report
[19] data,analytics
[15] research,read
[14] more,#bigdata
[13] 2020,2026

Top Word Pairs in Tweet in G6:
[7] free,market
[5] stock,market
[4] trump,owns
[3] jazzybluet,realdonaldtrump
[2] sddraws,tired_dude05
[2] tired_dude05,alipan59
[2] alipan59,jazzybluet
[2] gopleader,know
[2] know,trump
[2] owns,shares

Top Word Pairs in Tweet in G7:
[24] second,set
[24] proof,concept
[24] concept,2020
[24] 2020,competition
[24] competition,results
[24] scientists,received
[24] received,25
[22] set,erc
[22] erc,proof
[22] results,55

Top Word Pairs in Tweet in G8:
[31] sean,ross
[31] ross,vp
[31] vp,music
[31] music,programming
[31] programming,market
[31] market,research
[31] research,firm
[31] firm,edison
[31] edison,research
[31] research,told

Top Word Pairs in Tweet in G9:
[21] market,research
[10] launch,party
[8] machine,learning
[8] outlook,2020
[8] very,excited
[8] excited,200
[8] 200,people
[8] people,signed
[8] signed,virtual
[8] virtual,launch

Top Word Pairs in Tweet in G10:
[29] hi,need
[29] need,speak
[29] speak,black
[29] black,women
[29] women,black
[29] black,non
[29] non,binary
[29] binary,folks
[29] folks,use
[29] use,wheelchairs

Top Replied-To
Top Replied-To in Entire Graph:
@post_market
@realdonaldtrump
@shan90aim
@ndaliozegbe
@janecaro
@apostateurban
@justified_left
@dougcollinsux
@nehasharma776
@ecosystm360

Top Replied-To in G1:
@revuze

Top Replied-To in G3:
@nehasharma776
@adithpodhar
@rsprasad
@amitchavdainc
@hvgoenka
@nidhi
@sharmistha_gk
@expresstechie

Top Replied-To in G4:
@otakucalendarjp

Top Replied-To in G6:
@realdonaldtrump
@excuseme12344
@thegoodalexj
@jalg219
@lynnja58
@tedlieu
@ninjaq2020
@sddraws
@gopleader
@spookysee

Top Mentioned
Top Mentioned in Entire Graph:
@everestgroup
@antgrasso
@otakucalendarjp
@iam__network
@saeedbaygi
@bybrianbyrne
@forexcom
@erc_research
@dontsmileattee
@oswaldtheson

Top Mentioned in G1:
@raisulislameco
@sregoczei
@catalyst4fitnes
@mikecobbcre
@brian_cohen2
@gfaccord
@econuoft
@lorenzoforreal
@tonyfasousa
@lovestats

Top Mentioned in G2:
@everestgroup
@antgrasso
@ruben_arce_s
@antgrasso_it
@biconnections
@deloitte
@andrewincontact

Top Mentioned in G3:
@narendramodi
@pmoindia
@chilipi19991
@jay_chav93
@sw_ee_ty1
@dileepk58123168
@vipin2217
@reenas100589
@superbuddy151
@puneetiitm

Top Mentioned in G4:
@otakucalendarjp

Top Mentioned in G5:
@iam__network
@into_ai
@digital_trans4m
@jay_tb_rc2020
@ronald_vanloon
@suriyasubraman
@mikequindazzi
@ruskibeats
@infegy
@eagerbeavertech

Top Mentioned in G6:
@realdonaldtrump
@tired_dude05
@jazzybluet
@gopleader
@alipan59
@lauravelezgonz1
@gop
@stevencrowded
@courtneylynnway
@maedlam319

Top Mentioned in G7:
@erc_research
@complexmarkets
@ucd_research
@ljnbrent
@misfires_erc
@euraxess_ausnz

Top Mentioned in G8:
@bybrianbyrne

Top Mentioned in G9:
@milocamj
@colourofre
@itvc_io
@greenbook
@mrii_uga
@esomar
@tweetmrs
@georgiacenter
@griffinsc
@keenasmustard

Top Mentioned in G10:
@dontsmileattee

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@market_screener
@marshawright
@paoloigna1
@wkwkrnht
@pairsonnalitesa
@marciojmsilva
@edinburghwatch
@dakotafinancial
@chidambara09

Top Tweeters in G1:
@market_screener
@pairsonnalitesa
@marciojmsilva
@dakotafinancial
@sivanakai
@yoshiki7111
@mortgage_shop
@enterpriseleade
@ratings_via_fl
@swissbusiness

Top Tweeters in G2:
@santchiweb
@tess_blue815
@biconnections
@openmarketingtv
@enrirosasdiaz
@merckxcycling
@ene3112
@jesirok
@majorexxt
@max_lyashko

Top Tweeters in G3:
@indianexpress
@supersunnytwitz
@abpnews
@luckysi1599
@theprintindia
@sw_ee_ty1
@upgovt
@nikita_bebo
@expresstechie
@sanjayazadsln

Top Tweeters in G4:
@beerstix
@notthebased
@virtudsin
@shaikhulud
@e_megas
@perpetualtired
@redswirl
@kyoufu2011
@deadleafshrimp
@rahxephon63

Top Tweeters in G5:
@iam__network
@into_ai
@andrewmorrisuk
@dataaugmented
@suriyasubraman
@ricardo_ik_ahau
@allisonaibot
@mrtallerjerry
@greentechdon
@bubbles4tw

Top Tweeters in G6:
@bigbertiet
@realdonaldtrump
@gop
@a83patriot
@tedlieu
@eugenegu
@itsjefftiedrich
@newtgingrich
@gopleader
@drew_g_herman

Top Tweeters in G7:
@laboescapes
@scieducation1
@rosegwhite
@euinaus
@naokody
@pradeu
@erc_research
@silviagrassi84
@npariente
@87hrufa

Top Tweeters in G8:
@aepishere
@br13la_92
@midnightrain97
@scarletsorc2
@bexxmodd
@maggiieb
@yoongis_mini
@sananusha
@dscndantsots
@jessarmybts7

Top Tweeters in G9:
@milocamj
@brainroaring
@itvc_io
@code_convention
@abhibisht89
@esomar
@tokenphd
@insightsmrx
@tweetmrs
@leresearch

Top Tweeters in G10:
@virgojaye
@xhakaed
@leizenomis
@brownskinbabe_x
@troythedirector
@franciscarockey
@dontsmileattee
@tjf_x
@faisaltreshah
@abigael___